Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9148191 0.9723451 0.9945191 0.9387253
bt 0.7502917 0.9876327 0.8204116 0.4834069
maxnet 0.6779463 0.9736080 0.7851153 0.4294320
gam NA NA 0.7977211 NA
glm NA NA 0.7268955 NA

Variable Importance